Introducing digital twins to agriculture
TLDR
The extent of digital twin adoption in agriculture is examined, light is shed on the concept and the benefits it brings, and an application-based roadmap for a more extended adoption is proposed.About:
This article is published in Computers and Electronics in Agriculture.The article was published on 2021-05-01 and is currently open access. It has received 153 citations till now.read more
Citations
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Journal ArticleDOI
Digital transformation of agriculture and rural areas : a socio-cyber-physical system framework to support responsibilisation
Kelly Rijswijk,Laurens Klerkx,Manlio Bacco,Fabio Bartolini,Fabio Bartolini,Ellen Bulten,Lies Debruyne,Joost Dessein,Ivano Scotti,Gianluca Brunori +9 more
TL;DR: This framework supports an enhanced understanding of moral responsibilities regarding digital transformation, fitting within the responsible research and innovation approach, as well as a better understanding who is responsible or accountable for the identified (positive or negative) impacts.
Journal ArticleDOI
The digitization of agricultural industry – a systematic literature review on agriculture 4.0
TL;DR: In this article , a systematic literature review based on Protocol of Preferred Reporting Items for Systematic Reviews and Meta-Analyses is conducted to analyse the scientific literature related to crop farming published in the last decade.
Journal ArticleDOI
Toward the Next Generation of Digitalization in Agriculture Based on Digital Twin Paradigm
Abozar Nasirahmadi,Oliver Hensel +1 more
TL;DR: In this paper , the authors present a general framework of digital twins in soil, irrigation, robotics, farm machineries, and food post-harvest processing in agricultural field, which can support farmers as a next generation of digitalization paradigm by continuous and real-time monitoring of physical world (farm) and updating the state of virtual world.
Journal ArticleDOI
Data-Driven Artificial Intelligence Applications for Sustainable Precision Agriculture
Maria Teresa Linaza,Jorge Posada,Jürgen Bund,Peter Eisert,Marco Quartulli,Jürgen Döllner,Alain Pagani,Igor G. Olaizola,Andre Barriguinha,Theocharis Moysiadis,Laurent Lucat +10 more
TL;DR: This work provides a summary of the most recent research activities in the form of research projects implemented and validated by the authors in several European countries, with the objective of presenting the already achieved results, the current investigations and the still open technical challenges.
Journal ArticleDOI
Digital and virtual spaces as sites of extension and advisory services research: social media, gaming, and digitally integrated and augmented advice
TL;DR: The field of research on agricultural and rural extension and education, also referred to as advisory services and intermediaries, has always engaged with different aspects of the spaces in which a... as discussed by the authors.
References
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Journal ArticleDOI
Digital twin-driven product design, manufacturing and service with big data
TL;DR: In this paper, a new method for product design, manufacturing, and service driven by digital twin is proposed, and three cases are given to illustrate the future applications of digital twin in three phases of a product respectively.
Journal ArticleDOI
Big Data in Smart Farming – A review
TL;DR: In this paper, the authors present a review of the state-of-the-art of Big Data applications in Smart Farming and identify the related socio-economic challenges to be addressed.
Journal ArticleDOI
Digital Twin in Industry: State-of-the-Art
TL;DR: This paper thoroughly reviews the state-of-the-art of the DT research concerning the key components of DTs, the current development ofDTs, and the major DT applications in industry and outlines the current challenges and some possible directions for future work.
Journal ArticleDOI
Digital Twin in manufacturing: A categorical literature review and classification
TL;DR: It is shown, that literature concerning the highest development stage, the DT, is scarce, whilst there is more literature about DM and DS.
Book ChapterDOI
Digital Twin: Mitigating Unpredictable, Undesirable Emergent Behavior in Complex Systems
Michael W. Grieves,John Vickers +1 more
TL;DR: Digital twins as discussed by the authors link the physical system with its virtual equivalent to mitigate the problematic issues due to human interaction in the process of creation, production, operations, and disposal of a system.